Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900009074

The MH-36 locality cells most similar to this Pune cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.378

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900001656

distance 0.378

#2 · Sataracell 4940009008

distance 0.399 · cross-district

#3 · Sataracell 4940008958

distance 0.422 · cross-district

#4 · Punecell 4900006507

distance 0.429

#5 · Sataracell 4940007637

distance 0.442 · cross-district

#6 · Punecell 4900012549

distance 0.445

#7 · Sataracell 4940009005

distance 0.451 · cross-district

#8 · Punecell 4900008086

distance 0.474

#9 · Punecell 4900001519

distance 0.478

#10 · Sataracell 4940008148

distance 0.478 · cross-district

#11 · Punecell 4900001792

distance 0.483

#12 · Ahmednagarcell 4660002785

distance 0.487 · cross-district

#13 · Sataracell 4940008848

distance 0.488 · cross-district

#14 · Nashikcell 4870003082

distance 0.494 · cross-district

#15 · Sataracell 4940005206

distance 0.496 · cross-district

#16 · Punecell 4900002801

distance 0.497

#17 · Sataracell 4940008957

distance 0.499 · cross-district

#18 · Nashikcell 4870002825

distance 0.504 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":490,"cluster_id":4900009074}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.